以智慧型代理人為基礎的知識庫整合之研究__臺灣人文及社會科學引文索引資料庫

:::

詳目顯示

第 1 筆 / 總合 1 筆

/1頁

論文基本資料
摘要
外文摘要
參考文獻

題名：	以智慧型代理人為基礎的知識庫整合之研究
作者：	陳惇凱
作者(外文)：	Duen-Kai Chen
校院名稱：	國立交通大學
系所名稱：	資訊管理研究所
指導教授：	陳瑞順
學位類別：	博士
出版日期：	2007
主題關鍵詞：	智慧型代理人；多重代理人系統；本體論；網路服務；Intelligent agents；Multi-agent systems；Ontology；Web Services
原始連結：	連回原系統網址
相關次數：	被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0) 排除自我引用:0 共同引用:0 點閱:15

網際網路的盛行以及儲存設備的價格下降使得以往缺乏資訊來輔助決策制訂的現象不復存在。取而代之的問題則是如何擷取、整合、分析、散佈儲存於不同平台的資訊。本論文提出了一個利用多重代理人系統、本體論以及網路服務所組合而成的架構來整合、利用網路上存在的資料來源以及軟體服務。本體論在本論文中所扮演的角色有兩個，一是當作智慧型代理人相互溝通的基礎，二是用以進一步描述網路服務的功能以及特性。藉由這種特性，代表使用者的智慧型代理人可以在多重代理人系統的環境中動態的、及時的找尋、啟動符合使用者目的的網路服務，並且加以組合、應用。本論文以兩個例子來說明所提出架構，第一個例子是描述所提出的架構如何協助天文學家找尋、擷取、處理極光的資料，以求讓天文學家可以省下處理資料的時間而專心在資訊的分析。第二個例子則是應用所提出的架構在電子化圖書館中，以其使用者能夠快速、有效率的在多個不同的資料庫中搜尋所需要的文獻資料。本論文所提出的架構有下列幾項優點，一是透過智慧型代理人的特性可以自動、動態的整合網路服務。二是透過本體論，智慧型代理人可以用更精確更符合語意的方式來找尋、啟動網路服務。三是使用者藉由將資料搜尋、擷取、處理、整合的工作分派給智慧型代理人，可以節省時間並專注於其核心工作。最後，所提出的架構具有彈性，可以動態的增加智慧型代理人、網路服務。

以文找文

Creating, retrieving, distributing and analyzing heterogeneous information poses significant challenges for future decision-making. With the rapid development of technologies for high-throughput data production and the potential for enormous distributed databases, it is becoming increasingly clear that sophisticated methodology and software solutions will be required to harness the potential of these new vast sources of information.
In this study, a framework for integrating data source and software tools by ontology-driven Multi-agent systems approach and Web service technology has been developed. Software services for dynamically retrieving and manipulating information from various knowledge base and platforms in this framework are wrapped as Web Services that are described semantically in terms of domain ontology. The Web Services are registered in a brokering service so that it can be dynamically discovered and invoked by personal agent, which represent user, through matching queries against their semantic descriptions. Two illustration examples implemented in JADE agent platform are provided in this study in order to explain and validate the proposed framework. First example regards to construct Virtual Observatory; while the second example demonstrates how federated search in electronic library can benefit from the proposed framework
The contributions of this dissertation can be summarized as follows. Users may invoke a set of services to accomplish the tasks to be done with the assist of personal agent. Due to the autonomous characteristic of agent, it is believed that the users may delegate information processing to personal agent and focus on their core competence. The capabilities offered by agents to query and invoke semantically enriched Web services is based on enhanced registries enriched with semantic information that provide semantic matching to service queries and published service descriptions. Furthermore, new services, agents, and users can be easily added to the proposed framework, thus provide an extendable and flexible open system.

以文找文

1. Benetti, H. Beneventano, D. Bergamaschi, S. Guerra, F. Vincini, M.; "An information integration framework for e-commerce", IEEE Intelligent Systems, Volume: 17, Issue: 1, (pp.18-25), 2002.
2. Baousis, V.; Zavitsanos, E.; Spiliopoulos, V.; Hadjiefthymiades, S.; Merakos, L.; Veronis, G.; “Wireless web services using mobile agents and ontologies”, 2006 ACS/IEEE International Conference on Pervasive Services, (pp.69 – 77), Beijing, 2006.
3. Ferber, J.; Multi-Agent Systems: an introduction to distributed artificial intelligence, Addison-Wesley, 1999.
4. Smith, D. C.; Cypher, A.; Spohrer, J.; “KidSim: Programming Agents without a Programming Language”, Communications of the ACM, Vol.37 No.7 (pp.55-67), 1994.
5. Huhns, M.N., “Agents as Web services”, Internet Computing, IEEE, Volume 6, Issue 4, July-Aug. (pp.93 – 95), 2002
6. Nicholas Gibbins, Stephen Harris, Nigel Shadbolt, “Agent-based semantic web services”, 2003 World Wide Web Conference, Volume 1, Issue 2, (pp.141-154), 2004
7. Sycara, K., Paolucci, M., Soudry, J., Naveen Srinivasan, “Dynamic discovery and coordination of agent-based semantic Web services”, Internet Computing, IEEE, Volume 8, Issue 3, May-Jun, (pp.66 – 73), 2004
8. Huhns, M.N., Singh, M.P, “Ontologies for agents”, Internet Computing, IEEE, Volume 1, Issue 6, (pp.81–83), 1997.
9. Soo, V., Lee, C., Yeh, J., Chen, C., “Using sharable ontology to retrieve historical images”, Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries, (pp. 197-198), Portland, 2002.
10. Bigus, J. P.; Bigus, J.; Constructing Intelligent Agents Using JavaTM, Second Edition, John Wiley & Sons, Inc., New York, 2001.
11. Andersson, L.; Rönnbom, Å.; “Intelligent Agents - A New Technology for Future Distributed Sensor Systems”, Department of Informatics, School of Economies and Commercial Law, Göteborg University Master Thesis in Informatics, 1999.
12. Fonseca, F.; Egenhofer, M.; Agouris, P.; Camara, C.; “Using ontologies for integrated geographic information systems”, Transactions in GIS, 6(3), (pp.231-258), 2002.
13. Bailin, S.C.; Truszkowski, W., “Ontology negotiation between scientific archives”, 2001 Proceedings of Thirteenth International Conference on Scientific and Statistical Database Management, (pp. 245 – 250), Virginia, 2001.
14. Bravo, M.C.; Perez, J.; Sosa, V.J.; Montes, A.; Reyes, G, “Ontology support for communicating agents in negotiation processes”, Fifth International Conference on Hybrid Intelligent Systems, (pp. 482 – 487), Rio de Janeiro, 2005.
15. Day, M.; Lu, C.; Yang, J.; Chiou, G.; Ong, C.; Hsu, W.; “Designing an ontology-based intelligent tutoring agent with instant messaging”, ICALT 2005. Fifth IEEE International Conference on Advanced Learning Technologies, (pp.318 – 320), Kaohsiung, 2005.
16. David Martin, Mark Burstein, Jerry Hobbs, Ora Lassila, Drew McDermott, Sheila McIlraith, Srini Narayanan, Massimo Paolucci, Bijan Parsia, Terry Payne, Evren Sirin, Naveen Srinivasan, Katia Sycara, OWL-S: Semantic Markup for Web Services, W3C Member Submission, 2004 http://www.w3.org/Submission/2004/SUBM-OWL-S-20041122/, 2004.
17. Tan, T. H.; “Ontology-based fuzzy matchmaking for Web Services”, Institute of Information Management, Chiao-Tung University, Master Thesis, 2005.
18. Booth, D; Haas, H; McCabe, F; Newcomer, E; Champion, M; Ferris, C; Orchard, D; "Web services architecture", W3C Working Draft, http://www.w3.org/TR/2003/WD-ws-arch-20030514/, 2004.
19. Ohishi, M.; Mizumoto, Y.; Yasuda, N.; Shirasaki, Y.; Tanaka, M.; Honda, S.; Masunaga, Y.; “A prototype toward Japanese Virtual Observatory (JVO)”, 2004 International Symposium on Applications and the Internet Workshops, (pp. 591 – 595), Tokyo, 2004.
20. Löthman, H.; “Intelligent agent platform in distributed software architecture”, Institute of Computer Engineering, Oulu Polytechnic, Raahe, Bachelors thesis, 2001.
21. Jennings, N. R., Wooldridge, M. J., Applications of intelligent agents. In Agent technologies: foundations, applications, and markets, Springer, (pp. 3-28), 1998.
22. Russell, S. J.; Norvig, P.; Artificial intelligence/a modern approach, Englewood Cliffs, NJ. Prentice Hall International, 1995.
23. Hayes-Roth, B.; "An Architecture for Adaptive Intelligent Systems," Artificial Intelligence: Special Issue on Agents and Interactivity, 72, (pp.329-365), 1995.
24. Lange, D. B.; Mitsura,O.; Programming and Deploying JAVA Mobile Agents with Aglets, Addison-Wesley, 1998.
25. Liu, W; Liu, Z.T.; Shao, K; “UML-based domain ontology modeling for multi-agent system”, Machine Learning and Cybernetics, 2003 International Conference on Volume 1, 2-5 Nov. (pp.407 – 412), 2003.
26. Roozemond, D. A.; Rogier, J. L. H.; “Agent control traffic lights”, ESIT2000, 14-15 September, Aachen, Germany, 2000.
27. Jing, D., Bi, S., Wu, F., “Geospatial information services on the basis of agent and OWL-S”, Proceedings of 2005 IEEE International Geoscience and Remote Sensing Symposium, IGARSS '05. (pp. 885 – 888), Seoul, 2005.
28. Wu, Z., He, Y., Jin, H., “A model of intelligent distributed medical diagnosis and therapy system based on mobile agent and ontology”, Proceedings of. Eighth International Conference on High-Performance Computing in Asia-Pacific Region, (pp. 582 – 587), Beijing, 2005.
29. Leticia R. Rheinheimer; Junior M. Martins; Sérgio Crespo C. S. Pinto; “WSAgent-an agent based on web services to promote interoperability between heterogeneous systems in the health domain”, Companion to the 19th annual ACM SIGPLAN conference on Object-oriented programming systems, languages, and applications OOPSLA '04, October 2004.
30. Ontology Bean Generator http://protege.cim3.net/cgi-bin/wiki.pl?OntologyBeanGenerator
31. Djorgovski, S.G, “Virtual astronomy, information technology, and the new scientific methodology”, Proceedings of Seventh International Workshop on Computer Architecture for Machine Perception, CAMP (pp.125 – 132), Terrasini-Palermo, 2005.
32. JADE, http://jade.tilab.com/.
33. Tracy Gardner, “An Introduction to Web services” Ariadne, UKOLN, 29, September 2001, http://www.ariadne.ac.uk/issue29/gardner/Ibid 29.
34. J. Alfredo Sanchez, Cesar A. Flores, John L. Schnase, "Mutant- agents as guides for multiple taxonomies in the floristic digital library", Proceedings of the fourth ACM conference on Digital libraries., 1999
35. Katia Sycara, Jianguo Lu, Matthias Klusch, “Interoperability among Heterogeneous Software Agents on the Internet”, Technical Report CMU-RI-TR-98-22, The Robotics Institute, Carnegie Mellon University, Pittsburgh, USA, 1998
36. Yanyan Yang; Rana, O.F.; Georgousopoulos, C.; "Mobile agents and the SARA digital library", Advances in Digital Libraries, 2000. ADL 2000. Proceedings. IEEE, (pp.71 – 77), 2000
37. Yu, S.C.; “A study on digital library information system framework using dynamic metadata”, Institute of Information Management, Chiao-Tung University, Doctoral Dissertation, 2003.
38. Tennant, R.; “What to know about Web services”, Library Journal, 127:2, 2002.
39. Banerjee, K.; “How does XML help libraries”, Computers in Libraries, 22:8, (pp. 30-34), 2002.

推文
推薦
引用網址
引用嵌入語法
轉寄

top

:::

相關期刊
相關論文
相關專書
相關著作
熱門點閱

1.	以網路服務為基底之智慧型代理人之研究--以訂單流程為例

無相關博士論文

無相關書籍

無相關著作

無相關點閱

QR Code

臺灣人文及社會科學引文索引資料庫系統

詳目顯示

臺灣人文及社會科學引文索引資料庫